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Spatial-temporal Variations of Bovine Tuberculosis incidence in France between 1965 and 2000

机译:1965年至2000年法国法国牛结核发病率的时空变化

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摘要

We analysed the spatiotemporal variations of bovine tuberculosis (bTB) incidence between 1965 and 2000 in France at the department level (95 areas). Using a Bayesian space-time model, we studied the association between the evolution of bTB incidence and changes of cattle population structure and of herd management practices. Several spatiotemporal hierarchical Bayesian models were compared, and the deviance information criterion was used to select the best of them. Southern France remained a high-risk area over the analysed period, whereas central and western regions were low-risk areas. Besides the frequency of tuberculin skin testing (fixed according to bTB incidence in the preceding years), four factors were associated with an increased risk of bTB: the average herd density and size, the percentage of dairy cows in the cattle population, and the percentage of permanent grassland in cultivated surfaces area. These four factors are linked to the progressive professionalization and specialization of cattle farming, with the disappearance of family farms and of the intensification of breeding systems (especially in dairy farms after the application of the milk quota system in the 1980s). Both trends probably played a significant role in reducing the risk of bTB in France between 1965 and 2000, besides mandatory detection and control procedures.
机译:我们在部门级别(95个地区)分析了1965年至2000年法国牛结核病(bTB)发病率的时空变化。使用贝叶斯时空模型,我们研究了bTB发生率的演变与牛群结构变化和畜群管理实践之间的关联。比较了几种时空分层贝叶斯模型,并使用偏差信息准则选择了最佳模型。在分析期间,法国南部仍然是高风险地区,而中西部地区是低风险地区。除了结核菌素皮肤测试的频率(根据前几年的bTB发生率固定)外,还有四个因素与bTB风险增加有关:平均牛群密度和大小,奶牛在牛群中的百分比以及百分比耕地面积中的永久草地。这四个因素与养牛业的逐步专业化和专业化,家庭农场的消失以及育种系统的集约化有关(特别是在1980年代实行牛奶配额制后的奶牛场)。除了强制性检测和控制程序外,这两种趋势可能在1965年至2000年期间在法国降低bTB风险中也发挥了重要作用。

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